Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1300 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 132.2 KiB |
| Average record size in memory | 104.1 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 5 |
id is highly overall correlated with Покупательская активность and 1 other fields | High correlation |
Покупательская активность is highly overall correlated with id and 1 other fields | High correlation |
Страниц_за_визит is highly overall correlated with id and 1 other fields | High correlation |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Неоплаченные_продукты_штук_квартал has 116 (8.9%) zeros | Zeros |
Ошибка_сервиса has 17 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-07 14:12:52.262896 |
|---|---|
| Analysis finished | 2025-10-07 14:13:19.953741 |
| Duration | 27.69 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 1300 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 215997.5 |
| Minimum | 215348 |
|---|---|
| Maximum | 216647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 215348 |
|---|---|
| 5-th percentile | 215412.95 |
| Q1 | 215672.75 |
| median | 215997.5 |
| Q3 | 216322.25 |
| 95-th percentile | 216582.05 |
| Maximum | 216647 |
| Range | 1299 |
| Interquartile range (IQR) | 649.5 |
Descriptive statistics
| Standard deviation | 375.42198 |
|---|---|
| Coefficient of variation (CV) | 0.0017380849 |
| Kurtosis | -1.2 |
| Mean | 215997.5 |
| Median Absolute Deviation (MAD) | 325 |
| Skewness | 0 |
| Sum | 2.8079675 × 108 |
| Variance | 140941.67 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 216647 | 1 | 0.1% |
| 215348 | 1 | 0.1% |
| 215349 | 1 | 0.1% |
| 215350 | 1 | 0.1% |
| 216631 | 1 | 0.1% |
| 216630 | 1 | 0.1% |
| 216629 | 1 | 0.1% |
| 216628 | 1 | 0.1% |
| 216627 | 1 | 0.1% |
| 216626 | 1 | 0.1% |
| Other values (1290) | 1290 |
| Value | Count | Frequency (%) |
| 215348 | 1 | |
| 215349 | 1 | |
| 215350 | 1 | |
| 215351 | 1 | |
| 215352 | 1 | |
| 215353 | 1 | |
| 215354 | 1 | |
| 215355 | 1 | |
| 215356 | 1 | |
| 215357 | 1 |
| Value | Count | Frequency (%) |
| 216647 | 1 | |
| 216646 | 1 | |
| 216645 | 1 | |
| 216644 | 1 | |
| 216643 | 1 | |
| 216642 | 1 | |
| 216641 | 1 | |
| 216640 | 1 | |
| 216639 | 1 | |
| 216638 | 1 |
Покупательская активность
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| Прежний уровень | |
|---|---|
| Снизилась |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 12.701538 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Снизилась |
|---|---|
| 2nd row | Снизилась |
| 3rd row | Снизилась |
| 4th row | Снизилась |
| 5th row | Снизилась |
Common Values
| Value | Count | Frequency (%) |
| Прежний уровень | 802 | |
| Снизилась | 498 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| прежний | 802 | |
| уровень | 802 | |
| снизилась | 498 |
Most occurring characters
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| е | 1604 | 9.7% |
| р | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| ж | 802 | 4.9% |
| 802 | 4.9% | |
| й | 802 | 4.9% |
| у | 802 | 4.9% |
| Other values (7) | 4094 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| е | 1604 | 9.7% |
| р | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| ж | 802 | 4.9% |
| 802 | 4.9% | |
| й | 802 | 4.9% |
| у | 802 | 4.9% |
| Other values (7) | 4094 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| е | 1604 | 9.7% |
| р | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| ж | 802 | 4.9% |
| 802 | 4.9% | |
| й | 802 | 4.9% |
| у | 802 | 4.9% |
| Other values (7) | 4094 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| е | 1604 | 9.7% |
| р | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| ж | 802 | 4.9% |
| 802 | 4.9% | |
| й | 802 | 4.9% |
| у | 802 | 4.9% |
| Other values (7) | 4094 |
Тип сервиса
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| стандарт | |
|---|---|
| премиум | |
| стандартт | 10 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.7184615 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | премиум |
|---|---|
| 2nd row | премиум |
| 3rd row | стандартт |
| 4th row | стандартт |
| 5th row | стандартт |
Common Values
| Value | Count | Frequency (%) |
| стандарт | 914 | |
| премиум | 376 | |
| стандартт | 10 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| стандарт | 914 | |
| премиум | 376 | |
| стандартт | 10 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| т | 1858 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.7% |
| е | 376 | 3.7% |
| и | 376 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10034 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| т | 1858 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.7% |
| е | 376 | 3.7% |
| и | 376 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10034 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| т | 1858 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.7% |
| е | 376 | 3.7% |
| и | 376 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10034 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| т | 1858 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.7% |
| е | 376 | 3.7% |
| и | 376 | 3.7% |
Разрешить сообщать
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| да | |
|---|---|
| нет |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.26 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | да |
|---|---|
| 2nd row | да |
| 3rd row | нет |
| 4th row | да |
| 5th row | нет |
Common Values
| Value | Count | Frequency (%) |
| да | 962 | |
| нет | 338 | 26.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| да | 962 | |
| нет | 338 | 26.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2938 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2938 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2938 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Маркет_актив_6_мес
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2537692 |
| Minimum | 0.9 |
|---|---|
| Maximum | 6.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 2.4 |
| Q1 | 3.7 |
| median | 4.2 |
| Q3 | 4.9 |
| 95-th percentile | 5.8 |
| Maximum | 6.6 |
| Range | 5.7 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.0148139 |
|---|---|
| Coefficient of variation (CV) | 0.23856816 |
| Kurtosis | 0.62060502 |
| Mean | 4.2537692 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | -0.44478178 |
| Sum | 5529.9 |
| Variance | 1.0298472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.1 | 94 | 7.2% |
| 3.9 | 83 | 6.4% |
| 4.4 | 82 | 6.3% |
| 4 | 71 | 5.5% |
| 5.5 | 68 | 5.2% |
| 4.3 | 66 | 5.1% |
| 4.9 | 60 | 4.6% |
| 3.5 | 50 | 3.8% |
| 4.6 | 49 | 3.8% |
| 3.3 | 47 | 3.6% |
| Other values (31) | 630 |
| Value | Count | Frequency (%) |
| 0.9 | 11 | 0.8% |
| 1.4 | 5 | 0.4% |
| 1.5 | 8 | 0.6% |
| 1.7 | 12 | 0.9% |
| 2.4 | 42 | |
| 2.6 | 20 | |
| 2.7 | 8 | 0.6% |
| 2.9 | 7 | 0.5% |
| 3 | 16 | 1.2% |
| 3.1 | 16 | 1.2% |
| Value | Count | Frequency (%) |
| 6.6 | 12 | 0.9% |
| 6.3 | 12 | 0.9% |
| 6.1 | 12 | 0.9% |
| 5.9 | 5 | 0.4% |
| 5.8 | 27 | 2.1% |
| 5.7 | 28 | |
| 5.6 | 25 | 1.9% |
| 5.5 | 68 | |
| 5.4 | 23 | 1.8% |
| 5.3 | 27 | 2.1% |
Маркет_актив_тек_мес
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| 4 | |
|---|---|
| 5 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 4 |
| 3rd row | 3 |
| 4th row | 5 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Длительность
Real number (ℝ)
| Distinct | 658 |
|---|---|
| Distinct (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 601.89846 |
| Minimum | 110 |
|---|---|
| Maximum | 1079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 184 |
| Q1 | 405.5 |
| median | 606 |
| Q3 | 806 |
| 95-th percentile | 997.05 |
| Maximum | 1079 |
| Range | 969 |
| Interquartile range (IQR) | 400.5 |
Descriptive statistics
| Standard deviation | 249.85629 |
|---|---|
| Coefficient of variation (CV) | 0.41511369 |
| Kurtosis | -0.99301711 |
| Mean | 601.89846 |
| Median Absolute Deviation (MAD) | 200 |
| Skewness | -0.062817461 |
| Sum | 782468 |
| Variance | 62428.165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 449 | 7 | 0.5% |
| 627 | 7 | 0.5% |
| 600 | 7 | 0.5% |
| 511 | 6 | 0.5% |
| 666 | 6 | 0.5% |
| 503 | 6 | 0.5% |
| 684 | 6 | 0.5% |
| 475 | 6 | 0.5% |
| 509 | 6 | 0.5% |
| 788 | 6 | 0.5% |
| Other values (648) | 1237 |
| Value | Count | Frequency (%) |
| 110 | 1 | 0.1% |
| 121 | 4 | |
| 125 | 1 | 0.1% |
| 129 | 2 | |
| 131 | 1 | 0.1% |
| 132 | 1 | 0.1% |
| 133 | 1 | 0.1% |
| 134 | 1 | 0.1% |
| 135 | 1 | 0.1% |
| 136 | 3 |
| Value | Count | Frequency (%) |
| 1079 | 1 | |
| 1076 | 1 | |
| 1073 | 1 | |
| 1072 | 1 | |
| 1065 | 1 | |
| 1064 | 1 | |
| 1061 | 2 | |
| 1057 | 2 | |
| 1056 | 1 | |
| 1052 | 1 |
Акционные_покупки
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31980769 |
| Minimum | 0 |
|---|---|
| Maximum | 0.99 |
| Zeros | 3 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.13 |
| Q1 | 0.17 |
| median | 0.24 |
| Q3 | 0.3 |
| 95-th percentile | 0.95 |
| Maximum | 0.99 |
| Range | 0.99 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.24984314 |
|---|---|
| Coefficient of variation (CV) | 0.7812293 |
| Kurtosis | 2.1774728 |
| Mean | 0.31980769 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 1.8953925 |
| Sum | 415.75 |
| Variance | 0.062421595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.24 | 93 | 7.2% |
| 0.3 | 85 | 6.5% |
| 0.28 | 83 | 6.4% |
| 0.17 | 79 | 6.1% |
| 0.25 | 72 | 5.5% |
| 0.14 | 69 | 5.3% |
| 0.13 | 64 | 4.9% |
| 0.21 | 64 | 4.9% |
| 0.16 | 62 | 4.8% |
| 0.23 | 60 | 4.6% |
| Other values (32) | 569 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.2% |
| 0.11 | 31 | 2.4% |
| 0.12 | 20 | 1.5% |
| 0.13 | 64 | |
| 0.14 | 69 | |
| 0.15 | 49 | |
| 0.16 | 62 | |
| 0.17 | 79 | |
| 0.18 | 23 | 1.8% |
| 0.19 | 11 | 0.8% |
| Value | Count | Frequency (%) |
| 0.99 | 30 | |
| 0.98 | 17 | 1.3% |
| 0.95 | 24 | |
| 0.94 | 43 | |
| 0.93 | 19 | |
| 0.91 | 5 | 0.4% |
| 0.9 | 11 | 0.8% |
| 0.89 | 16 | 1.2% |
| 0.75 | 1 | 0.1% |
| 0.74 | 1 | 0.1% |
Популярная_категория
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| Товары для детей | |
|---|---|
| Домашний текстиль | |
| Косметика и аксесуары | |
| Техника для красоты и здоровья | |
| Мелкая бытовая техника и электроника |
Length
| Max length | 36 |
|---|---|
| Median length | 21 |
| Mean length | 21.603077 |
| Min length | 15 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Товары для детей |
|---|---|
| 2nd row | Товары для детей |
| 3rd row | Домашний текстиль |
| 4th row | Товары для детей |
| 5th row | Товары для детей |
Common Values
| Value | Count | Frequency (%) |
| Товары для детей | 330 | |
| Домашний текстиль | 251 | |
| Косметика и аксесуары | 223 | |
| Техника для красоты и здоровья | 184 | |
| Мелкая бытовая техника и электроника | 174 | |
| Кухонная посуда | 138 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| и | 581 | |
| для | 514 | |
| техника | 358 | 8.5% |
| детей | 330 | 7.8% |
| товары | 330 | 7.8% |
| домашний | 251 | 5.9% |
| текстиль | 251 | 5.9% |
| косметика | 223 | 5.3% |
| аксесуары | 223 | 5.3% |
| красоты | 184 | 4.4% |
| Other values (6) | 982 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28084 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28084 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28084 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Средний_просмотр_категорий_за_визит
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.27 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3553504 |
|---|---|
| Coefficient of variation (CV) | 0.41448023 |
| Kurtosis | -0.70012882 |
| Mean | 3.27 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.27330771 |
| Sum | 4251 |
| Variance | 1.8369746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 356 | |
| 2 | 312 | |
| 4 | 263 | |
| 5 | 177 | |
| 1 | 106 | 8.2% |
| 6 | 86 | 6.6% |
| Value | Count | Frequency (%) |
| 1 | 106 | 8.2% |
| 2 | 312 | |
| 3 | 356 | |
| 4 | 263 | |
| 5 | 177 | |
| 6 | 86 | 6.6% |
| Value | Count | Frequency (%) |
| 6 | 86 | 6.6% |
| 5 | 177 | |
| 4 | 263 | |
| 3 | 356 | |
| 2 | 312 | |
| 1 | 106 | 8.2% |
Неоплаченные_продукты_штук_квартал
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.84 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 116 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9714514 |
|---|---|
| Coefficient of variation (CV) | 0.69417302 |
| Kurtosis | 0.45521388 |
| Mean | 2.84 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.76682589 |
| Sum | 3692 |
| Variance | 3.8866205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 261 | |
| 1 | 261 | |
| 3 | 218 | |
| 4 | 197 | |
| 5 | 135 | |
| 0 | 116 | |
| 6 | 44 | 3.4% |
| 7 | 34 | 2.6% |
| 8 | 20 | 1.5% |
| 9 | 10 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 116 | |
| 1 | 261 | |
| 2 | 261 | |
| 3 | 218 | |
| 4 | 197 | |
| 5 | 135 | |
| 6 | 44 | 3.4% |
| 7 | 34 | 2.6% |
| 8 | 20 | 1.5% |
| 9 | 10 | 0.8% |
| Value | Count | Frequency (%) |
| 10 | 4 | 0.3% |
| 9 | 10 | 0.8% |
| 8 | 20 | 1.5% |
| 7 | 34 | 2.6% |
| 6 | 44 | 3.4% |
| 5 | 135 | |
| 4 | 197 | |
| 3 | 218 | |
| 2 | 261 | |
| 1 | 261 |
Ошибка_сервиса
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1853846 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 17 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9552976 |
|---|---|
| Coefficient of variation (CV) | 0.46717275 |
| Kurtosis | -0.51036217 |
| Mean | 4.1853846 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.25214048 |
| Sum | 5441 |
| Variance | 3.8231888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 257 | |
| 3 | 226 | |
| 5 | 208 | |
| 2 | 189 | |
| 6 | 156 | |
| 7 | 92 | 7.1% |
| 1 | 74 | 5.7% |
| 8 | 66 | 5.1% |
| 0 | 17 | 1.3% |
| 9 | 15 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 17 | 1.3% |
| 1 | 74 | 5.7% |
| 2 | 189 | |
| 3 | 226 | |
| 4 | 257 | |
| 5 | 208 | |
| 6 | 156 | |
| 7 | 92 | 7.1% |
| 8 | 66 | 5.1% |
| 9 | 15 | 1.2% |
| Value | Count | Frequency (%) |
| 9 | 15 | 1.2% |
| 8 | 66 | 5.1% |
| 7 | 92 | 7.1% |
| 6 | 156 | |
| 5 | 208 | |
| 4 | 257 | |
| 3 | 226 | |
| 2 | 189 | |
| 1 | 74 | 5.7% |
| 0 | 17 | 1.3% |
Страниц_за_визит
Real number (ℝ)
High correlation 
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1769231 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.9781261 |
|---|---|
| Coefficient of variation (CV) | 0.48650648 |
| Kurtosis | -0.52970033 |
| Mean | 8.1769231 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.36781673 |
| Sum | 10630 |
| Variance | 15.825487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 127 | |
| 5 | 115 | |
| 4 | 112 | 8.6% |
| 8 | 109 | 8.4% |
| 9 | 108 | 8.3% |
| 10 | 104 | 8.0% |
| 7 | 102 | 7.8% |
| 11 | 92 | 7.1% |
| 3 | 76 | 5.8% |
| 12 | 73 | 5.6% |
| Other values (10) | 282 |
| Value | Count | Frequency (%) |
| 1 | 20 | 1.5% |
| 2 | 58 | |
| 3 | 76 | |
| 4 | 112 | |
| 5 | 115 | |
| 6 | 127 | |
| 7 | 102 | |
| 8 | 109 | |
| 9 | 108 | |
| 10 | 104 |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.2% |
| 19 | 5 | 0.4% |
| 18 | 7 | 0.5% |
| 17 | 19 | 1.5% |
| 16 | 21 | 1.6% |
| 15 | 36 | 2.8% |
| 14 | 53 | |
| 13 | 61 | |
| 12 | 73 | |
| 11 | 92 |
Interactions
Correlations
| id | Акционные_покупки | Длительность | Маркет_актив_6_мес | Маркет_актив_тек_мес | Неоплаченные_продукты_штук_квартал | Ошибка_сервиса | Покупательская активность | Популярная_категория | Разрешить сообщать | Средний_просмотр_категорий_за_визит | Страниц_за_визит | Тип сервиса | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.370 | -0.055 | 0.341 | 0.000 | -0.255 | 0.098 | 0.889 | 0.092 | 0.000 | 0.276 | 0.530 | 0.172 |
| Акционные_покупки | -0.370 | 1.000 | 0.036 | -0.275 | 0.004 | 0.198 | -0.051 | 0.499 | 0.051 | 0.000 | -0.205 | -0.365 | 0.126 |
| Длительность | -0.055 | 0.036 | 1.000 | -0.043 | 0.107 | -0.108 | 0.103 | 0.069 | 0.000 | 0.190 | -0.046 | -0.030 | 0.218 |
| Маркет_актив_6_мес | 0.341 | -0.275 | -0.043 | 1.000 | 0.046 | -0.134 | 0.039 | 0.420 | 0.079 | 0.000 | 0.184 | 0.320 | 0.027 |
| Маркет_актив_тек_мес | 0.000 | 0.004 | 0.107 | 0.046 | 1.000 | 0.087 | 0.069 | 0.000 | 0.055 | 0.087 | 0.105 | 0.000 | 0.046 |
| Неоплаченные_продукты_штук_квартал | -0.255 | 0.198 | -0.108 | -0.134 | 0.087 | 1.000 | -0.097 | 0.386 | 0.133 | 0.150 | -0.252 | -0.165 | 0.055 |
| Ошибка_сервиса | 0.098 | -0.051 | 0.103 | 0.039 | 0.069 | -0.097 | 1.000 | 0.168 | 0.000 | 0.000 | 0.008 | 0.104 | 0.087 |
| Покупательская активность | 0.889 | 0.499 | 0.069 | 0.420 | 0.000 | 0.386 | 0.168 | 1.000 | 0.213 | 0.000 | 0.387 | 0.588 | 0.128 |
| Популярная_категория | 0.092 | 0.051 | 0.000 | 0.079 | 0.055 | 0.133 | 0.000 | 0.213 | 1.000 | 0.051 | 0.083 | 0.084 | 0.012 |
| Разрешить сообщать | 0.000 | 0.000 | 0.190 | 0.000 | 0.087 | 0.150 | 0.000 | 0.000 | 0.051 | 1.000 | 0.052 | 0.034 | 0.185 |
| Средний_просмотр_категорий_за_визит | 0.276 | -0.205 | -0.046 | 0.184 | 0.105 | -0.252 | 0.008 | 0.387 | 0.083 | 0.052 | 1.000 | 0.265 | 0.088 |
| Страниц_за_визит | 0.530 | -0.365 | -0.030 | 0.320 | 0.000 | -0.165 | 0.104 | 0.588 | 0.084 | 0.034 | 0.265 | 1.000 | 0.078 |
| Тип сервиса | 0.172 | 0.126 | 0.218 | 0.027 | 0.046 | 0.055 | 0.087 | 0.128 | 0.012 | 0.185 | 0.088 | 0.078 | 1.000 |
Missing values
Sample
| id | Покупательская активность | Тип сервиса | Разрешить сообщать | Маркет_актив_6_мес | Маркет_актив_тек_мес | Длительность | Акционные_покупки | Популярная_категория | Средний_просмотр_категорий_за_визит | Неоплаченные_продукты_штук_квартал | Ошибка_сервиса | Страниц_за_визит | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 215348 | Снизилась | премиум | да | 3.4 | 5 | 121 | 0.00 | Товары для детей | 6 | 2 | 1 | 5 |
| 1 | 215349 | Снизилась | премиум | да | 4.4 | 4 | 819 | 0.75 | Товары для детей | 4 | 4 | 2 | 5 |
| 2 | 215350 | Снизилась | стандартт | нет | 4.9 | 3 | 539 | 0.14 | Домашний текстиль | 5 | 2 | 1 | 5 |
| 3 | 215351 | Снизилась | стандартт | да | 3.2 | 5 | 896 | 0.99 | Товары для детей | 5 | 0 | 6 | 4 |
| 4 | 215352 | Снизилась | стандартт | нет | 5.1 | 3 | 1064 | 0.94 | Товары для детей | 3 | 2 | 3 | 2 |
| 5 | 215353 | Снизилась | стандартт | да | 3.3 | 4 | 762 | 0.26 | Домашний текстиль | 4 | 1 | 1 | 4 |
| 6 | 215354 | Снизилась | стандартт | да | 5.1 | 3 | 431 | 0.23 | Косметика и аксесуары | 2 | 3 | 7 | 2 |
| 7 | 215355 | Снизилась | стандартт | нет | 4.7 | 4 | 284 | 0.17 | Товары для детей | 5 | 1 | 6 | 4 |
| 8 | 215356 | Снизилась | стандартт | да | 4.2 | 4 | 192 | 0.14 | Косметика и аксесуары | 2 | 2 | 1 | 3 |
| 9 | 215357 | Снизилась | стандартт | да | 3.9 | 5 | 154 | 0.00 | Техника для красоты и здоровья | 3 | 3 | 9 | 5 |
| id | Покупательская активность | Тип сервиса | Разрешить сообщать | Маркет_актив_6_мес | Маркет_актив_тек_мес | Длительность | Акционные_покупки | Популярная_категория | Средний_просмотр_категорий_за_визит | Неоплаченные_продукты_штук_квартал | Ошибка_сервиса | Страниц_за_визит | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1290 | 216638 | Прежний уровень | стандарт | нет | 1.5 | 3 | 930 | 0.29 | Мелкая бытовая техника и электроника | 2 | 0 | 4 | 16 |
| 1291 | 216639 | Прежний уровень | стандарт | да | 4.8 | 4 | 306 | 0.29 | Товары для детей | 4 | 5 | 3 | 7 |
| 1292 | 216640 | Прежний уровень | стандарт | нет | 5.7 | 4 | 416 | 0.95 | Кухонная посуда | 2 | 3 | 5 | 13 |
| 1293 | 216641 | Прежний уровень | стандарт | да | 4.1 | 4 | 638 | 0.22 | Техника для красоты и здоровья | 4 | 1 | 6 | 14 |
| 1294 | 216642 | Прежний уровень | премиум | да | 4.2 | 3 | 991 | 0.40 | Мелкая бытовая техника и электроника | 4 | 3 | 5 | 12 |
| 1295 | 216643 | Прежний уровень | стандарт | да | 6.6 | 3 | 318 | 0.24 | Техника для красоты и здоровья | 5 | 3 | 3 | 11 |
| 1296 | 216644 | Прежний уровень | стандарт | нет | 5.1 | 4 | 454 | 0.21 | Домашний текстиль | 6 | 2 | 3 | 9 |
| 1297 | 216645 | Прежний уровень | стандарт | да | 4.1 | 3 | 586 | 0.20 | Домашний текстиль | 3 | 2 | 5 | 7 |
| 1298 | 216646 | Прежний уровень | стандарт | да | 6.3 | 5 | 645 | 0.12 | Техника для красоты и здоровья | 3 | 3 | 5 | 7 |
| 1299 | 216647 | Прежний уровень | премиум | да | 4.0 | 5 | 906 | 0.94 | Техника для красоты и здоровья | 4 | 5 | 3 | 12 |